Using TensorFlow backend. 2021-04-23 11:09:23.544462: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcudart.so.10.2 WARNING:tensorflow:Deprecation warnings have been disabled. Set TF_ENABLE_DEPRECATION_WARNINGS=1 to re-enable them. WARNING:tensorflow:From /home/xavier-nx/.local/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:146: The name tf.get_default_graph is deprecated. Please use tf.compat.v1.get_default_graph instead. WARNING:tensorflow:From /home/xavier-nx/.local/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:504: The name tf.placeholder is deprecated. Please use tf.compat.v1.placeholder instead. WARNING:tensorflow:From /home/xavier-nx/.local/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:3828: The name tf.random_uniform is deprecated. Please use tf.random.uniform instead. WARNING:tensorflow:From /home/xavier-nx/.local/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:3652: The name tf.nn.max_pool is deprecated. Please use tf.nn.max_pool2d instead. WARNING:tensorflow:From /home/xavier-nx/.local/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:1937: The name tf.image.resize_nearest_neighbor is deprecated. Please use tf.compat.v1.image.resize_nearest_neighbor instead. WARNING:tensorflow:From /home/xavier-nx/Downloads/TensorRT/TensorRT/samples/opensource/sampleUffMaskRCNN/converted/mrcnn/model.py:344: The name tf.log is deprecated. Please use tf.math.log instead. WARNING:tensorflow:From /home/xavier-nx/Downloads/TensorRT/TensorRT/samples/opensource/sampleUffMaskRCNN/converted/mrcnn/model.py:723: The name tf.sets.set_intersection is deprecated. Please use tf.sets.intersection instead. WARNING:tensorflow:From /home/xavier-nx/Downloads/TensorRT/TensorRT/samples/opensource/sampleUffMaskRCNN/converted/mrcnn/model.py:725: The name tf.sparse_tensor_to_dense is deprecated. Please use tf.sparse.to_dense instead. WARNING:tensorflow:From /home/xavier-nx/.local/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:166: The name tf.get_default_session is deprecated. Please use tf.compat.v1.get_default_session instead. WARNING:tensorflow:From /home/xavier-nx/.local/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:171: The name tf.ConfigProto is deprecated. Please use tf.compat.v1.ConfigProto instead. WARNING:tensorflow:From /home/xavier-nx/.local/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:176: The name tf.Session is deprecated. Please use tf.compat.v1.Session instead. 2021-04-23 11:09:55.111330: W tensorflow/core/platform/profile_utils/cpu_utils.cc:98] Failed to find bogomips in /proc/cpuinfo; cannot determine CPU frequency 2021-04-23 11:09:55.111966: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x1fd13100 initialized for platform Host (this does not guarantee that XLA will be used). Devices: 2021-04-23 11:09:55.112110: I tensorflow/compiler/xla/service/service.cc:176] StreamExecutor device (0): Host, Default Version 2021-04-23 11:09:55.122986: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcuda.so.1 2021-04-23 11:09:55.338012: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:950] ARM64 does not support NUMA - returning NUMA node zero 2021-04-23 11:09:55.338505: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x1f97dec0 initialized for platform CUDA (this does not guarantee that XLA will be used). Devices: 2021-04-23 11:09:55.338748: I tensorflow/compiler/xla/service/service.cc:176] StreamExecutor device (0): Xavier, Compute Capability 7.2 2021-04-23 11:09:55.339497: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:950] ARM64 does not support NUMA - returning NUMA node zero 2021-04-23 11:09:55.339967: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1639] Found device 0 with properties: name: Xavier major: 7 minor: 2 memoryClockRate(GHz): 1.109 pciBusID: 0000:00:00.0 2021-04-23 11:09:55.340606: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcudart.so.10.2 2021-04-23 11:09:55.516640: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcublas.so.10 2021-04-23 11:09:55.594735: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcufft.so.10 2021-04-23 11:09:55.706434: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcurand.so.10 2021-04-23 11:09:55.845296: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcusolver.so.10 2021-04-23 11:09:55.924272: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcusparse.so.10 2021-04-23 11:09:55.928882: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcudnn.so.8 2021-04-23 11:09:55.929592: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:950] ARM64 does not support NUMA - returning NUMA node zero 2021-04-23 11:09:55.930052: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:950] ARM64 does not support NUMA - returning NUMA node zero 2021-04-23 11:09:55.930196: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1767] Adding visible gpu devices: 0 2021-04-23 11:09:55.930432: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcudart.so.10.2 2021-04-23 11:10:03.126065: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1180] Device interconnect StreamExecutor with strength 1 edge matrix: 2021-04-23 11:10:03.126217: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1186] 0 2021-04-23 11:10:03.126281: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1199] 0: N 2021-04-23 11:10:03.126865: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:950] ARM64 does not support NUMA - returning NUMA node zero 2021-04-23 11:10:03.127232: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:950] ARM64 does not support NUMA - returning NUMA node zero 2021-04-23 11:10:03.127455: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1325] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 2122 MB memory) -> physical GPU (device: 0, name: Xavier, pci bus id: 0000:00:00.0, compute capability: 7.2) WARNING:tensorflow:From /home/xavier-nx/.local/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:180: The name tf.global_variables is deprecated. Please use tf.compat.v1.global_variables instead. WARNING:tensorflow:From /home/xavier-nx/.local/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:189: The name tf.is_variable_initialized is deprecated. Please use tf.compat.v1.is_variable_initialized instead. WARNING:tensorflow:From /home/xavier-nx/.local/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:196: The name tf.variables_initializer is deprecated. Please use tf.compat.v1.variables_initializer instead. WARNING:tensorflow:From /usr/lib/python3.6/dist-packages/uff/converters/tensorflow/conversion_helpers.py:274: The name tf.gfile.GFile is deprecated. Please use tf.io.gfile.GFile instead. Traceback (most recent call last): File "../../mrcnn_to_trt_single_PRIYA_anomalydet.py", line 184, in main() File "../../mrcnn_to_trt_single_PRIYA_anomalydet.py", line 143, in main text=True, list_nodes=list_nodes) File "../../mrcnn_to_trt_single_PRIYA_anomalydet.py", line 177, in convert_model debug_mode = False File "/usr/lib/python3.6/dist-packages/uff/converters/tensorflow/conversion_helpers.py", line 276, in from_tensorflow_frozen_model return from_tensorflow(graphdef, output_nodes, preprocessor, **kwargs) File "/usr/lib/python3.6/dist-packages/uff/converters/tensorflow/conversion_helpers.py", line 153, in from_tensorflow pre.preprocess(dynamic_graph) File "/home/xavier-nx/Downloads/TensorRT/TensorRT/samples/opensource/sampleUffMaskRCNN/converted/config.py", line 123, in preprocess remove(dynamic_graph, timedistributed_remove_list) File "/home/xavier-nx/Downloads/TensorRT/TensorRT/samples/opensource/sampleUffMaskRCNN/converted/config.py", line 118, in remove dynamic_graph.remove(dynamic_graph.node_map[node_name]) KeyError: 'mrcnn_class_bn1/Reshape_5/shape'